CAP 5416 : Introduction to Computer Vision
Schedule: MWW, 7th, 7-8th Period
Location: MCCB G108
11/30/2007 : Sample solutions of homework #3 and #4 are now posted. Please scroll down.
11/20/2007 : Homework #4 is now posted. Please scroll down.
11/5/2007 : Programming Assignment #2 is now posted. Please scroll down.
11/5/2007 : Homework #3 is now posted. Please scroll down.
10/12/2007 : Sample solution of homework #2 is now posted. Please scroll down.
10/9/2007 : List of projects is now posted. Please scroll down.
10/8/2007 : First midterm exam on: Oct. 17th 2007
10/8/2007 : Sample solution of homework #1 is now posted. Please scroll down.
10/1/2007 : Homework #2 is now posted. Please scroll down.
9/25/2007 : Programming Assignment #1 is now posted. Please scroll down.
9/13/2007 : Notes are posted under the link 'Class notes'. Please scroll down.
9/10/2007 : Homework #1 is now posted. Please scroll down.
Instructor:
Prof. Baba Vemuri, CSE 324
Office
hours: M 8th and W 9th period respec. or by appointment.
TA Office
hours: By appointment only (abarmpou-<at>-cise.ufl.edu).Thursday 7th and Friday 6th period respec. in room CSE 313.
Texts and
Other Material:
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Recommended Text:
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Robot Vision, by B. K. P. Horn, McGraw-Hill.
- Computer Vision - A modern approach, by D. Forsyth and J. Ponce, Prentice Hall.
The former is some what dated. I will therefore be using material from both the books and
will give out references to papers or copy them for you if time permits. Buy the book by
Horn as assignments at the back of the chapters in the book will be given from time to time.
The book is available on the web through Barnes & Noble.
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References:
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Fourier Transforms and its Applications, Bracewell, McGraw Hill
Co.
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Vision, by David Marr; Publisher: W. H. Freeman and Co.
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Image Processing Toolbox Users Guide: for use with MATLAB.
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Other Material: Papers from the following IEEE TPAMI, CVIU (Academic
Press, formerly: CVGIP), the AI Journal, and IJCV; some of the
papers will be handed out in class.
Grading :
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Homeworks and Programs: 30% (10% for Hwks and 20% for Programs). NO late homeworks and programs.
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Two Midterms: 25% each. There is NO makeup policy unless there are medical reasons and
the student will be required to show a letter from an MD as proof.
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Project: 20%
Notes on items 1-3 above
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Homeworks/programs will be assigned regularly (once every 10-15 days). All programs must
be written either in C/C++ or in MATLAB. Your program output will invariably involve
processed image display. Hence, it is useful for you to know or learn some graphics programming
either via MATLAB or OPENGL or any other packages available on the departmental
workstations/PCs. None of this will be covered in the class and students are expected to pick
this up on their own through various online sources.
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First Midterm will be given approximately at the middle of the semester and the second will
be in the last week of classes.
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Projects may be done individually or in teams of at most two. The project will involve
two aspects namely, (a) a two page initial description, which will not be graded but must
be submitted within the first 8 weeks of class for approval; a list of projects, depending
on enrollment, may be handed out in class but considerable freedom will be given to the
students in choosing their own projects, and (b) a final report (no more than 5 pages of
text not including the images and references) that will be due on the last class day. Project
demonstrations may be arranged at a mutually convenient time on an individual/team basis.
Syllabus
Assignments
Class notes
Useful resource
Image data
Image I/O routines